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Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | @cf/meta/llama-4-scout-17b-16e-instruct lite | ND | ND | — | 0.70 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.80 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.56 | ND | Moderate positive | 0.90 | 0.00 | Freedom of Expression | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.30 | ND | Moderate positive | 0.80 | 0.00 | Iran human rights | | Section | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | | Preamble | ND | ND | ND | ND | | Article 1 | ND | ND | ND | ND | | Article 2 | ND | ND | ND | ND | | Article 3 | ND | ND | ND | ND | | Article 4 | ND | ND | ND | ND | | Article 5 | ND | ND | ND | ND | | Article 6 | ND | ND | ND | ND | | Article 7 | ND | ND | ND | ND | | Article 8 | ND | ND | ND | ND | | Article 9 | ND | ND | ND | ND | | Article 10 | ND | ND | ND | ND | | Article 11 | ND | ND | ND | ND | | Article 12 | ND | ND | ND | ND | | Article 13 | ND | ND | ND | ND | | Article 14 | ND | ND | ND | ND | | Article 15 | ND | ND | ND | ND | | Article 16 | ND | ND | ND | ND | | Article 17 | ND | ND | ND | ND | | Article 18 | ND | ND | ND | ND | | Article 19 | ND | ND | ND | ND | | Article 20 | ND | ND | ND | ND | | Article 21 | ND | ND | ND | ND | | Article 22 | ND | ND | ND | ND | | Article 23 | ND | ND | ND | ND | | Article 24 | ND | ND | ND | ND | | Article 25 | ND | ND | ND | ND | | Article 26 | ND | ND | ND | ND | | Article 27 | ND | ND | ND | ND | | Article 28 | ND | ND | ND | ND | | Article 29 | ND | ND | ND | ND | | Article 30 | ND | ND | ND | ND | | Summary ~lite BBC reports on Iranian student protests, authorities' response.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 5 evals | |
Audit Trail
15 entries | 2026-03-05 10:14 | eval_success | PSQ evaluated: g-PSQ=0.006 (3 dims) | - - | | 2026-03-05 10:14 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00 | | | 2026-03-05 10:09 | eval_success | PSQ evaluated: g-PSQ=0.006 (3 dims) | - - | | 2026-03-05 10:09 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) | | | 2026-03-05 10:01 | eval_success | PSQ evaluated: g-PSQ=0.055 (3 dims) | - - | | 2026-03-05 10:01 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) | | | 2026-03-01 02:03 | eval_success | Lite evaluated: Moderate positive (0.56) | - - | | 2026-03-01 02:03 | model_divergence | Cross-model spread 0.26 exceeds threshold (2 models) | - - | | 2026-03-01 02:03 |
eval
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Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) | | | reasoning ED, M, rights-aware reporting on protests | | 2026-03-01 01:59 | eval_success | Lite evaluated: Moderate positive (0.30) | - - | | 2026-03-01 01:59 |
eval
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Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) | | | reasoning News article on Iran protests | | 2026-02-26 06:24 | dlq | Dead-lettered after 1 attempts: Iran students stage first large anti-government protests since deadly crackdown | - - | | 2026-02-26 05:03 | credit_exhausted | Credit balance too low, retrying in 320s | - - | | 2026-02-26 02:31 | dlq_replay | DLQ message 956 replayed: Iran students stage first large anti-government protests since deadly crackdown | - - | | 2026-02-26 01:54 | dlq | Dead-lettered after 1 attempts: Iran students stage first large anti-government protests since deadly crackdown | - - | | |
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